Researchers conducted a study on tumor necrosis factor (TNF) and discovered that higher levels of TNF were linked to an increased risk of coronary artery disease, while lower levels of TNF were connected with a decreased risk of lung cancer 19. This evidence concerns the gene TNF and lung cancer.